Video-Adverb Retrieval
The bidirectional video-adverb retrieval task aims at retrieving adverbs that match an action in a video and vice versa.
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ReGaDa | Acc-A | 0.77 | — | Unverified |
| 2 | Action Changes (cls) | Acc-A | 0.74 | — | Unverified |
| 3 | Action Changes (reg) | Acc-A | 0.71 | — | Unverified |
| 4 | Action Changes (reg, fixed δ) | Acc-A | 0.71 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ReGaDa | mAP M | 0.42 | — | Unverified |
| 2 | Action Changes (cls) | mAP M | 0.29 | — | Unverified |
| 3 | Action Changes (reg) | mAP M | 0.24 | — | Unverified |
| 4 | Action Changes (reg, fixed δ) | mAP M | 0.19 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ReGaDa | Acc-A | 0.82 | — | Unverified |
| 2 | Action Changes (reg) | Acc-A | 0.8 | — | Unverified |
| 3 | Action Changes (cls) | Acc-A | 0.79 | — | Unverified |
| 4 | Action Changes (reg, fixed δ) | Acc-A | 0.71 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ReGaDa | Acc-A | 0.79 | — | Unverified |
| 2 | Action Changes (reg) | Acc-A | 0.77 | — | Unverified |
| 3 | Action Changes (cls) | Acc-A | 0.75 | — | Unverified |
| 4 | Action Changes (reg, fixed δ) | Acc-A | 0.71 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ReGaDa | Acc-A | 0.82 | — | Unverified |
| 2 | Action Changes (reg) | Acc-A | 0.76 | — | Unverified |
| 3 | Action Changes (cls) | Acc-A | 0.75 | — | Unverified |
| 4 | Action Changes (reg, fixed δ) | Acc-A | 0.7 | — | Unverified |